David Moyes and his team will look to build on positive results against Chelsea and Arsenal, in which the Hammers came away with four points from a possible six.
The Scotsman has made just one change to the side that restricted Arsenal to a goalless draw, and it is an enforced one due to Reid's ban.
The defender was hit with a one-match suspension after picking up his fifth yellow card of the season against the Gunners, which has paved the way for Collins to return.
Stoke City: Butland; Cameron, Shawcross, Wimmer; Diouf, Fletcher, Allen, Pieters; Shaqiri, Sobhi Ahmed; Crouch
Subs: Grant, Berahino, Choupo-Moting, Tymon, Adam, Ngoy, Edwards
West Ham United: Adrian; Zabaleta, Collins, Ogbonna, Cresswell; Noble, Obiang, Arnautovic, Lanzini, Masuaku; Antonio
Subs: Hart, Rice, Makasi, Haksabanovic, Hernandez, Sakho, Ayew